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. 2021 Jul 22;12:4468. doi: 10.1038/s41467-021-24525-7

Table 1.

Accuracy of the best performing representation for each dataset at maximum training set size Ntrain and for test set size Ntest specified.

Ntrain Ntest MAE [Å] RMSD [Å] Representation
C7O2H10 4876 1219 0.14 0.44 Bond hop
C7NOH11 4687 1172 0.12 0.42 Bond length
E2 TS 1344 335 0.15 0.42 Bond length
SN2 TS 2228 556 0.19 0.44 Bond order
Carbenes 4004 1002 0.13 0.38 Bond length
Elpasolite 8472 1528 0.16 0.15 FLLA

Mean absolute error (MAE) of interatomic distances and root-mean-square-deviation (RMSD) calculated for heavy atoms only.